OntoRamp Knowledge Cartographer
Ingest documentation into a governed OntoRamp knowledge graph and see coverage maps plus health scores.
Overview
OntoRamp Knowledge Cartographer is a MCP server for the Build phase that ingests docs into a governed knowledge graph and returns coverage maps and health scores.
What is this MCP server?
- Ingest docs into a governed knowledge graph via MCP
- Knowledge coverage map to spot documentation gaps
- Health score summarizing graph completeness and quality signals
- Streamable-http remote with Bearer API key (ontoramp.com/mcp)
- Version 1.0.1 OntoRamp Knowledge Cartographer manifest on GitHub
- Server version 1.0.1 in published MCP schema
- Remote endpoint: https://ontoramp-knowledge-cartographer.fly.dev/mcp
- Repository: github.com/MatthewDavisAIArchitect/ontoramp-knowledge-cartographer
What problem does it solve?
Scattered documentation never becomes a queryable graph, so agents lack coverage visibility and answer from gaps.
Who is it for?
Solo builders bootstrapping an OntoRamp graph who need structured ingestion and measurable doc coverage before relying on graph-query tools.
Skip if: Teams with no documentation to ingest or no plan to use OntoRamp graph services downstream.
What do I get? / Deliverables
After setup, docs feed the governed graph and you get coverage and health signals to prioritize what to ingest next.
- Configured com.ontoramp/knowledge-cartographer MCP remote
- Ingested doc nodes in the governed graph plus coverage map and health score outputs
Recommended MCP Servers
Journey fit
Build/docs is the canonical shelf because the core workflow is turning product and technical docs into structured graph knowledge for the agent stack. Docs subphase matches ingestion of written artifacts, coverage mapping, and health scoring rather than runtime monitoring.
How it compares
Knowledge-graph ingestion MCP, not a markdown linter skill or a standalone vector search marketplace.
Common Questions / FAQ
Who is OntoRamp Knowledge Cartographer for?
Builders and agent operators who want governed knowledge graphs with explicit coverage and health metrics over their documentation.
When should I use OntoRamp Knowledge Cartographer?
Use it when onboarding docs into OntoRamp, after major feature releases, or whenever you need a coverage map before trusting graph-query or decision intelligence.
How do I add OntoRamp Knowledge Cartographer to my agent?
Create a Bearer API key at ontoramp.com/mcp, add remote https://ontoramp-knowledge-cartographer.fly.dev/mcp with Authorization to your MCP client, then run ingestion tools from your agent or automation.